Dataset statistics
| Number of variables | 39 |
|---|---|
| Number of observations | 135489 |
| Missing cells | 439255 |
| Missing cells (%) | 8.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 40.3 MiB |
| Average record size in memory | 312.0 B |
Variable types
| CAT | 20 |
|---|---|
| NUM | 18 |
| BOOL | 1 |
Reproduction
| Analysis started | 2020-05-23 04:46:24.703232 |
|---|---|
| Analysis finished | 2020-05-23 04:51:27.726078 |
| Duration | 5 minutes and 3.02 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
CloseDate has a high cardinality: 5066 distinct values | High cardinality |
ElementarySchoolName has a high cardinality: 184 distinct values | High cardinality |
HighSchoolName has a high cardinality: 79 distinct values | High cardinality |
MiddleSchoolName has a high cardinality: 89 distinct values | High cardinality |
StreetName has a high cardinality: 15170 distinct values | High cardinality |
StreetNumber has a high cardinality: 10358 distinct values | High cardinality |
ArchitecturalStyle has a high cardinality: 264 distinct values | High cardinality |
TaxLegalDescription has a high cardinality: 61974 distinct values | High cardinality |
CurrentPrice is highly correlated with ClosePrice and 1 other fields | High correlation |
ClosePrice is highly correlated with CurrentPrice and 1 other fields | High correlation |
ListPrice is highly correlated with ClosePrice and 1 other fields | High correlation |
City is highly correlated with PostalCode | High correlation |
PostalCode is highly correlated with City | High correlation |
SchoolDistrict is highly correlated with HighSchoolName and 2 other fields | High correlation |
HighSchoolName is highly correlated with SchoolDistrict | High correlation |
MiddleSchoolName is highly correlated with SchoolDistrict | High correlation |
SeniorHighSchoolName is highly correlated with SchoolDistrict | High correlation |
StreetDirSuffix is highly correlated with StreetDirPrefix | High correlation |
StreetDirPrefix is highly correlated with StreetDirSuffix | High correlation |
HighSchoolName has 1548 (1.1%) missing values | Missing |
Occupancy has 24987 (18.4%) missing values | Missing |
SchoolDistrict has 7915 (5.8%) missing values | Missing |
SeniorHighSchoolName has 85203 (62.9%) missing values | Missing |
StreetDirPrefix has 132091 (97.5%) missing values | Missing |
StreetDirSuffix has 135005 (99.6%) missing values | Missing |
StreetSuffix has 13679 (10.1%) missing values | Missing |
ArchitecturalStyle has 10981 (8.1%) missing values | Missing |
TaxLegalDescription has 25836 (19.1%) missing values | Missing |
OriginalListPrice is highly skewed (γ1 = 241.5921536) | Skewed |
RATIO_ClosePrice_By_ListPrice is highly skewed (γ1 = 368.085808) | Skewed |
RATIO_ClosePrice_By_OriginalListPrice is highly skewed (γ1 = 141.6519951) | Skewed |
RATIO_CurrentPrice_By_SQFT is highly skewed (γ1 = 89.49316584) | Skewed |
YearBuilt is highly skewed (γ1 = 97.23247123) | Skewed |
df_index has unique values | Unique |
DOM has 1820 (1.3%) zeros | Zeros |
ParkingSpacesGarage has 4197 (3.1%) zeros | Zeros |
| Distinct count | 135489 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107959.31885245297 |
|---|---|
| Minimum | 0 |
| Maximum | 213410 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11374.4 |
| Q1 | 54955 |
| median | 108487 |
| Q3 | 161734 |
| 95-th percentile | 203277.6 |
| Maximum | 213410 |
| Range | 213410 |
| Interquartile range (IQR) | 106779 |
Descriptive statistics
| Standard deviation | 61375.38889 |
|---|---|
| Coefficient of variation (CV) | 0.5685047807 |
| Kurtosis | -1.196706121 |
| Mean | 107959.3189 |
| Median Absolute Deviation (MAD) | 53383 |
| Skewness | -0.02476599036 |
| Sum | 1.462730015e+10 |
| Variance | 3766938361 |
| Value | Count | Frequency (%) | |
| 8188 | 1 | < 0.1% | |
| 136168 | 1 | < 0.1% | |
| 54192 | 1 | < 0.1% | |
| 56241 | 1 | < 0.1% | |
| 52147 | 1 | < 0.1% | |
| 39865 | 1 | < 0.1% | |
| 33722 | 1 | < 0.1% | |
| 48061 | 1 | < 0.1% | |
| 203721 | 1 | < 0.1% | |
| 197578 | 1 | < 0.1% | |
| Other values (135479) | 135479 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 213410 | 1 | < 0.1% | |
| 213409 | 1 | < 0.1% | |
| 213408 | 1 | < 0.1% | |
| 213405 | 1 | < 0.1% | |
| 213404 | 1 | < 0.1% |
| Distinct count | 23 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| 75070 | |
|---|---|
| 75035 | |
| 75025 | |
| 75023 | |
| 75071 | |
| Other values (18) |
| Value | Count | Frequency (%) | |
| 75070 | 27557 | 20.3% | |
| 75035 | 16773 | 12.4% | |
| 75025 | 13269 | 9.8% | |
| 75023 | 12396 | 9.1% | |
| 75071 | 11850 | 8.7% | |
| 75093 | 11348 | 8.4% | |
| 75074 | 8464 | 6.2% | |
| 75075 | 8276 | 6.1% | |
| 75069 | 6638 | 4.9% | |
| 75024 | 6558 | 4.8% | |
| Other values (13) | 12360 | 9.1% |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
BathsTotal
Real number (ℝ≥0)
| Distinct count | 47 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5546000044284036 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9.3 |
| Zeros | 24 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2.1 |
| Q3 | 3.1 |
| 95-th percentile | 4.1 |
| Maximum | 9.3 |
| Range | 9.3 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 0.8042789529 |
|---|---|
| Coefficient of variation (CV) | 0.3148355717 |
| Kurtosis | 1.973783054 |
| Mean | 2.554600004 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 1.206619227 |
| Sum | 346120.2 |
| Variance | 0.6468646341 |
| Value | Count | Frequency (%) | |
| 2 | 49422 | 36.5% | |
| 2.1 | 29258 | 21.6% | |
| 3.1 | 18368 | 13.6% | |
| 3 | 17935 | 13.2% | |
| 4 | 8064 | 6.0% | |
| 4.1 | 5271 | 3.9% | |
| 1 | 1715 | 1.3% | |
| 1.1 | 1467 | 1.1% | |
| 5.1 | 991 | 0.7% | |
| 3.2 | 684 | 0.5% | |
| Other values (37) | 2314 | 1.7% |
| Value | Count | Frequency (%) | |
| 0 | 24 | < 0.1% | |
| 0.1 | 2 | < 0.1% | |
| 0.2 | 4 | < 0.1% | |
| 1 | 1715 | 1.3% | |
| 1.1 | 1467 | 1.1% |
| Value | Count | Frequency (%) | |
| 9.3 | 2 | < 0.1% | |
| 9.2 | 1 | < 0.1% | |
| 8.4 | 1 | < 0.1% | |
| 8.3 | 1 | < 0.1% | |
| 8.2 | 1 | < 0.1% |
BedsTotal
Real number (ℝ≥0)
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.681221353763036 |
|---|---|
| Minimum | 0.0 |
| Maximum | 42.0 |
| Zeros | 26 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 42 |
| Range | 42 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7923628337 |
|---|---|
| Coefficient of variation (CV) | 0.21524455 |
| Kurtosis | 80.84733718 |
| Mean | 3.681221354 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.740453791 |
| Sum | 498765 |
| Variance | 0.6278388602 |
| Value | Count | Frequency (%) | |
| 4 | 62223 | 45.9% | |
| 3 | 49941 | 36.9% | |
| 5 | 16615 | 12.3% | |
| 2 | 5369 | 4.0% | |
| 6 | 889 | 0.7% | |
| 1 | 361 | 0.3% | |
| 7 | 49 | < 0.1% | |
| 0 | 26 | < 0.1% | |
| 8 | 11 | < 0.1% | |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 26 | < 0.1% | |
| 1 | 361 | 0.3% | |
| 2 | 5369 | 4.0% | |
| 3 | 49941 | 36.9% | |
| 4 | 62223 | 45.9% |
| Value | Count | Frequency (%) | |
| 42 | 2 | < 0.1% | |
| 9 | 3 | < 0.1% | |
| 8 | 11 | < 0.1% | |
| 7 | 49 | < 0.1% | |
| 6 | 889 | 0.7% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| Plano | |
|---|---|
| McKinney | |
| Frisco | |
| Prosper | 3373 |
| Fairview | 2530 |
| Value | Count | Frequency (%) | |
| Plano | 60769 | 44.9% | |
| McKinney | 45033 | 33.2% | |
| Frisco | 23784 | 17.6% | |
| Prosper | 3373 | 2.5% | |
| Fairview | 2530 | 1.9% |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.278472791 |
| Min length | 5 |
| Distinct count | 5066 |
|---|---|
| Unique (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| 4/29/2005 | 176 |
|---|---|
| 4/28/2005 | 160 |
| 8/28/2009 | 158 |
| 2/27/2015 | 150 |
| 4/30/2009 | 148 |
| Other values (5061) |
| Value | Count | Frequency (%) | |
| 4/29/2005 | 176 | 0.1% | |
| 4/28/2005 | 160 | 0.1% | |
| 8/28/2009 | 158 | 0.1% | |
| 2/27/2015 | 150 | 0.1% | |
| 4/30/2009 | 148 | 0.1% | |
| 6/30/2005 | 144 | 0.1% | |
| 3/31/2005 | 138 | 0.1% | |
| 6/26/2009 | 128 | 0.1% | |
| 4/15/2005 | 128 | 0.1% | |
| 5/29/2009 | 128 | 0.1% | |
| Other values (5056) | 134031 | 98.9% |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.991681982 |
| Min length | 8 |
| Distinct count | 10003 |
|---|---|
| Unique (%) | 7.4% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 282178.02747667686 |
|---|---|
| Minimum | 70.0 |
| Maximum | 6547500.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 118800 |
| Q1 | 171000 |
| median | 240000 |
| Q3 | 331000 |
| 95-th percentile | 579900 |
| Maximum | 6547500 |
| Range | 6547430 |
| Interquartile range (IQR) | 160000 |
Descriptive statistics
| Standard deviation | 192518.9748 |
|---|---|
| Coefficient of variation (CV) | 0.6822606866 |
| Kurtosis | 57.26893825 |
| Mean | 282178.0275 |
| Median Absolute Deviation (MAD) | 75100 |
| Skewness | 5.023720581 |
| Sum | 3.823173659e+10 |
| Variance | 3.706355565e+10 |
| Value | Count | Frequency (%) | |
| 250000 | 1096 | 0.8% | |
| 225000 | 976 | 0.7% | |
| 275000 | 934 | 0.7% | |
| 300000 | 883 | 0.7% | |
| 165000 | 868 | 0.6% | |
| 265000 | 857 | 0.6% | |
| 210000 | 854 | 0.6% | |
| 260000 | 852 | 0.6% | |
| 215000 | 846 | 0.6% | |
| 175000 | 845 | 0.6% | |
| Other values (9993) | 126477 | 93.3% |
| Value | Count | Frequency (%) | |
| 70 | 1 | < 0.1% | |
| 81 | 1 | < 0.1% | |
| 110 | 1 | < 0.1% | |
| 165 | 1 | < 0.1% | |
| 220 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6547500 | 1 | < 0.1% | |
| 5720000 | 1 | < 0.1% | |
| 5150000 | 1 | < 0.1% | |
| 4900000 | 1 | < 0.1% | |
| 4275000 | 1 | < 0.1% |
| Distinct count | 10003 |
|---|---|
| Unique (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 282184.7647171357 |
|---|---|
| Minimum | 70.0 |
| Maximum | 6547500.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 118800 |
| Q1 | 171000 |
| median | 240000 |
| Q3 | 331000 |
| 95-th percentile | 579900 |
| Maximum | 6547500 |
| Range | 6547430 |
| Interquartile range (IQR) | 160000 |
Descriptive statistics
| Standard deviation | 192534.2359 |
|---|---|
| Coefficient of variation (CV) | 0.6822984795 |
| Kurtosis | 57.25241326 |
| Mean | 282184.7647 |
| Median Absolute Deviation (MAD) | 75100 |
| Skewness | 5.023170593 |
| Sum | 3.823293159e+10 |
| Variance | 3.706943199e+10 |
| Value | Count | Frequency (%) | |
| 250000 | 1096 | 0.8% | |
| 225000 | 976 | 0.7% | |
| 275000 | 934 | 0.7% | |
| 300000 | 883 | 0.7% | |
| 165000 | 868 | 0.6% | |
| 265000 | 857 | 0.6% | |
| 210000 | 854 | 0.6% | |
| 260000 | 852 | 0.6% | |
| 215000 | 846 | 0.6% | |
| 175000 | 845 | 0.6% | |
| Other values (9993) | 126478 | 93.3% |
| Value | Count | Frequency (%) | |
| 70 | 1 | < 0.1% | |
| 81 | 1 | < 0.1% | |
| 110 | 1 | < 0.1% | |
| 165 | 1 | < 0.1% | |
| 220 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6547500 | 1 | < 0.1% | |
| 5720000 | 1 | < 0.1% | |
| 5150000 | 1 | < 0.1% | |
| 4900000 | 1 | < 0.1% | |
| 4275000 | 1 | < 0.1% |
| Distinct count | 610 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 23 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.92087313421818 |
|---|---|
| Minimum | -97.0 |
| Maximum | 1649.0 |
| Zeros | 1820 |
| Zeros (%) | 1.3% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | -97 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 28 |
| Q3 | 67 |
| 95-th percentile | 163 |
| Maximum | 1649 |
| Range | 1746 |
| Interquartile range (IQR) | 58 |
Descriptive statistics
| Standard deviation | 60.37500673 |
|---|---|
| Coefficient of variation (CV) | 1.234135919 |
| Kurtosis | 25.03125538 |
| Mean | 48.92087313 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 3.255511113 |
| Sum | 6627115 |
| Variance | 3645.141438 |
| Value | Count | Frequency (%) | |
| 3 | 5303 | 3.9% | |
| 4 | 5078 | 3.7% | |
| 5 | 4353 | 3.2% | |
| 2 | 3903 | 2.9% | |
| 6 | 3510 | 2.6% | |
| 7 | 3245 | 2.4% | |
| 10 | 2780 | 2.1% | |
| 8 | 2719 | 2.0% | |
| 11 | 2451 | 1.8% | |
| 9 | 2389 | 1.8% | |
| Other values (600) | 99735 | 73.6% |
| Value | Count | Frequency (%) | |
| -97 | 1 | < 0.1% | |
| -67 | 1 | < 0.1% | |
| -58 | 1 | < 0.1% | |
| -41 | 2 | < 0.1% | |
| -39 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1649 | 2 | < 0.1% | |
| 1324 | 1 | < 0.1% | |
| 1243 | 1 | < 0.1% | |
| 1091 | 1 | < 0.1% | |
| 1066 | 1 | < 0.1% |
| Distinct count | 184 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 219 |
| Missing (%) | 0.2% |
| Memory size | 1.0 MiB |
| Christie | 5274 |
|---|---|
| Thomas | 2856 |
| Glenoaks | 2734 |
| Johnson | 2724 |
| Curtsinger | 2553 |
| Other values (179) |
| Value | Count | Frequency (%) | |
| Christie | 5274 | 3.9% | |
| Thomas | 2856 | 2.1% | |
| Glenoaks | 2734 | 2.0% | |
| Johnson | 2724 | 2.0% | |
| Curtsinger | 2553 | 1.9% | |
| Gunstream | 2517 | 1.9% | |
| Bennett | 2485 | 1.8% | |
| Shawnee | 2397 | 1.8% | |
| Wolford | 2311 | 1.7% | |
| Spears | 2304 | 1.7% | |
| Other values (174) | 107115 | 79.1% |
Length
| Max length | 27 |
|---|---|
| Median length | 7 |
| Mean length | 7.606477279 |
| Min length | 3 |
| Distinct count | 79 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 1548 |
| Missing (%) | 1.1% |
| Memory size | 1.0 MiB |
| Mckinney | 14013 |
|---|---|
| Jasper | 13080 |
| Clark | 12386 |
| Centennial | 11932 |
| Vines | 11139 |
| Other values (74) |
| Value | Count | Frequency (%) | |
| Mckinney | 14013 | 10.3% | |
| Jasper | 13080 | 9.7% | |
| Clark | 12386 | 9.1% | |
| Centennial | 11932 | 8.8% | |
| Vines | 11139 | 8.2% | |
| Mckinney Boyd | 10803 | 8.0% | |
| Shepton | 8553 | 6.3% | |
| Frisco | 8428 | 6.2% | |
| Mckinneyno | 8320 | 6.1% | |
| Williams | 7305 | 5.4% | |
| Other values (69) | 27982 | 20.7% |
Length
| Max length | 23 |
|---|---|
| Median length | 7 |
| Mean length | 7.67602536 |
| Min length | 3 |
AssociationType
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| Mandatory | |
|---|---|
| None | |
| Voluntary | 7817 |
| Value | Count | Frequency (%) | |
| Mandatory | 86663 | 64.0% | |
| None | 41007 | 30.3% | |
| Voluntary | 7817 | 5.8% | |
| (Missing) | 2 | < 0.1% |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 7.48661515 |
| Min length | 3 |
| Distinct count | 6110 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 288190.4165578017 |
|---|---|
| Minimum | 1.0 |
| Maximum | 6750000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 120000 |
| Q1 | 174900 |
| median | 244500 |
| Q3 | 339000 |
| 95-th percentile | 598000 |
| Maximum | 6750000 |
| Range | 6749999 |
| Interquartile range (IQR) | 164100 |
Descriptive statistics
| Standard deviation | 203813.1287 |
|---|---|
| Coefficient of variation (CV) | 0.7072168852 |
| Kurtosis | 69.71709055 |
| Mean | 288190.4166 |
| Median Absolute Deviation (MAD) | 77000 |
| Skewness | 5.561089978 |
| Sum | 3.904663135e+10 |
| Variance | 4.153979145e+10 |
| Value | Count | Frequency (%) | |
| 169900 | 1657 | 1.2% | |
| 179900 | 1492 | 1.1% | |
| 159900 | 1491 | 1.1% | |
| 199900 | 1459 | 1.1% | |
| 249900 | 1437 | 1.1% | |
| 189900 | 1372 | 1.0% | |
| 149900 | 1319 | 1.0% | |
| 299900 | 1259 | 0.9% | |
| 139900 | 1184 | 0.9% | |
| 225000 | 1179 | 0.9% | |
| Other values (6100) | 121640 | 89.8% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 1995 | 1 | < 0.1% | |
| 9900 | 1 | < 0.1% | |
| 13200 | 2 | < 0.1% | |
| 13500 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6750000 | 1 | < 0.1% | |
| 6399000 | 2 | < 0.1% | |
| 5400000 | 1 | < 0.1% | |
| 5150000 | 1 | < 0.1% | |
| 4900000 | 2 | < 0.1% |
LotSize
Categorical
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 14 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| Less Than .5 Acre (not Zero) | |
|---|---|
| .5 Acre to .99 Acre | 6378 |
| Condo/Townhome Lot | 3395 |
| Zero Lot | 2761 |
| 1 Acre to 2.99 Acres | 2548 |
| Other values (5) | 616 |
| Value | Count | Frequency (%) | |
| Less Than .5 Acre (not Zero) | 119777 | 88.4% | |
| .5 Acre to .99 Acre | 6378 | 4.7% | |
| Condo/Townhome Lot | 3395 | 2.5% | |
| Zero Lot | 2761 | 2.0% | |
| 1 Acre to 2.99 Acres | 2548 | 1.9% | |
| 3 Acres to 4.99 Acres | 315 | 0.2% | |
| 5 Acres to 9.99 Acres | 162 | 0.1% | |
| 10 Acres to 49.99 Acres | 128 | 0.1% | |
| Over 100 Acres | 9 | < 0.1% | |
| 50 Acres to 100 Acres | 2 | < 0.1% | |
| (Missing) | 14 | < 0.1% |
Length
| Max length | 28 |
|---|---|
| Median length | 28 |
| Mean length | 26.73476814 |
| Min length | 3 |
| Distinct count | 89 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 700 |
| Missing (%) | 0.5% |
| Memory size | 1.0 MiB |
| Dowell | 8747 |
|---|---|
| Evans | 7438 |
| Carpenter | 7292 |
| Faubion | 7181 |
| Renner | 6675 |
| Other values (84) |
| Value | Count | Frequency (%) | |
| Dowell | 8747 | 6.5% | |
| Evans | 7438 | 5.5% | |
| Carpenter | 7292 | 5.4% | |
| Faubion | 7181 | 5.3% | |
| Renner | 6675 | 4.9% | |
| Wester | 6661 | 4.9% | |
| Clark | 6628 | 4.9% | |
| Haggard | 6323 | 4.7% | |
| Roach | 5873 | 4.3% | |
| Robinson | 5308 | 3.9% | |
| Other values (79) | 66663 | 49.2% |
Length
| Max length | 23 |
|---|---|
| Median length | 6 |
| Mean length | 7.01513776 |
| Min length | 3 |
MLSNumber
Real number (ℝ≥0)
| Distinct count | 125047 |
|---|---|
| Unique (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11898237.272088509 |
|---|---|
| Minimum | 9308485.0 |
| Maximum | 14320678.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 9308485 |
|---|---|
| 5-th percentile | 9715248.2 |
| Q1 | 10759410 |
| median | 11712748 |
| Q3 | 13278224 |
| 95-th percentile | 14048282.8 |
| Maximum | 14320678 |
| Range | 5012193 |
| Interquartile range (IQR) | 2518814 |
Descriptive statistics
| Standard deviation | 1378898.113 |
|---|---|
| Coefficient of variation (CV) | 0.1158909577 |
| Kurtosis | -1.248301438 |
| Mean | 11898237.27 |
| Median Absolute Deviation (MAD) | 1310408 |
| Skewness | 0.146516078 |
| Sum | 1.61208027e+12 |
| Variance | 1.901360005e+12 |
| Value | Count | Frequency (%) | |
| 10222915 | 3 | < 0.1% | |
| 10262888 | 3 | < 0.1% | |
| 10253334 | 3 | < 0.1% | |
| 10220291 | 3 | < 0.1% | |
| 10214609 | 3 | < 0.1% | |
| 10214578 | 3 | < 0.1% | |
| 10258738 | 3 | < 0.1% | |
| 10216645 | 3 | < 0.1% | |
| 10237578 | 3 | < 0.1% | |
| 10249594 | 3 | < 0.1% | |
| Other values (125037) | 135459 | > 99.9% |
| Value | Count | Frequency (%) | |
| 9308485 | 1 | < 0.1% | |
| 9325434 | 1 | < 0.1% | |
| 9326879 | 1 | < 0.1% | |
| 9377660 | 1 | < 0.1% | |
| 9388582 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 14320678 | 1 | < 0.1% | |
| 14320220 | 1 | < 0.1% | |
| 14313727 | 1 | < 0.1% | |
| 14311113 | 1 | < 0.1% | |
| 14311028 | 1 | < 0.1% |
NumberOfDiningAreas
Real number (ℝ≥0)
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7552975562231063 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9.0 |
| Zeros | 724 |
| Zeros (%) | 0.5% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4500100065 |
|---|---|
| Coefficient of variation (CV) | 0.2563724907 |
| Kurtosis | 1.263202183 |
| Mean | 1.755297556 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.181274207 |
| Sum | 237820 |
| Variance | 0.2025090059 |
| Value | Count | Frequency (%) | |
| 2 | 102294 | 75.5% | |
| 1 | 32108 | 23.7% | |
| 0 | 724 | 0.5% | |
| 3 | 335 | 0.2% | |
| 4 | 19 | < 0.1% | |
| 5 | 4 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| (Missing) | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 724 | 0.5% | |
| 1 | 32108 | 23.7% | |
| 2 | 102294 | 75.5% | |
| 3 | 335 | 0.2% | |
| 4 | 19 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9 | 1 | < 0.1% | |
| 7 | 2 | < 0.1% | |
| 5 | 4 | < 0.1% | |
| 4 | 19 | < 0.1% | |
| 3 | 335 | 0.2% |
NumberOfLivingAreas
Real number (ℝ≥0)
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0672015233821446 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9.0 |
| Zeros | 68 |
| Zeros (%) | 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9108283203 |
|---|---|
| Coefficient of variation (CV) | 0.4406093504 |
| Kurtosis | 1.018902865 |
| Mean | 2.067201523 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.7455344679 |
| Sum | 280081 |
| Variance | 0.8296082291 |
| Value | Count | Frequency (%) | |
| 2 | 56073 | 41.4% | |
| 1 | 39847 | 29.4% | |
| 3 | 31644 | 23.4% | |
| 4 | 6523 | 4.8% | |
| 5 | 1061 | 0.8% | |
| 6 | 189 | 0.1% | |
| 0 | 68 | 0.1% | |
| 7 | 52 | < 0.1% | |
| 8 | 18 | < 0.1% | |
| 9 | 13 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 68 | 0.1% | |
| 1 | 39847 | 29.4% | |
| 2 | 56073 | 41.4% | |
| 3 | 31644 | 23.4% | |
| 4 | 6523 | 4.8% |
| Value | Count | Frequency (%) | |
| 9 | 13 | < 0.1% | |
| 8 | 18 | < 0.1% | |
| 7 | 52 | < 0.1% | |
| 6 | 189 | 0.1% | |
| 5 | 1061 | 0.8% |
NumberOfStories
Real number (ℝ≥0)
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5312534596904546 |
|---|---|
| Minimum | 0.0 |
| Maximum | 5.0 |
| Zeros | 260 |
| Zeros (%) | 0.2% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5119606511 |
|---|---|
| Coefficient of variation (CV) | 0.3343408943 |
| Kurtosis | -1.553155593 |
| Mean | 1.53125346 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.05682599414 |
| Sum | 207468 |
| Variance | 0.2621037083 |
| Value | Count | Frequency (%) | |
| 2 | 71047 | 52.4% | |
| 1 | 63595 | 46.9% | |
| 3 | 572 | 0.4% | |
| 0 | 260 | 0.2% | |
| 4 | 12 | < 0.1% | |
| 5 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 260 | 0.2% | |
| 1 | 63595 | 46.9% | |
| 2 | 71047 | 52.4% | |
| 3 | 572 | 0.4% | |
| 4 | 12 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5 | 3 | < 0.1% | |
| 4 | 12 | < 0.1% | |
| 3 | 572 | 0.4% | |
| 2 | 71047 | 52.4% | |
| 1 | 63595 | 46.9% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 24987 |
| Missing (%) | 18.4% |
| Memory size | 1.0 MiB |
| Owner | |
|---|---|
| Vacant | |
| Tenant | 3006 |
| Value | Count | Frequency (%) | |
| Owner | 74955 | 55.3% | |
| Vacant | 32541 | 24.0% | |
| Tenant | 3006 | 2.2% | |
| (Missing) | 24987 | 18.4% |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.893519031 |
| Min length | 3 |
| Distinct count | 6113 |
|---|---|
| Unique (%) | 4.5% |
| Missing | 6 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 302765.87255227595 |
|---|---|
| Minimum | 0.0 |
| Maximum | 430000000.0 |
| Zeros | 18 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 124000 |
| Q1 | 175140.5 |
| median | 248500 |
| Q3 | 345000 |
| 95-th percentile | 612900 |
| Maximum | 430000000 |
| Range | 430000000 |
| Interquartile range (IQR) | 169859.5 |
Descriptive statistics
| Standard deviation | 1490388.528 |
|---|---|
| Coefficient of variation (CV) | 4.922577686 |
| Kurtosis | 63436.34791 |
| Mean | 302765.8726 |
| Median Absolute Deviation (MAD) | 78600 |
| Skewness | 241.5921536 |
| Sum | 4.101962871e+10 |
| Variance | 2.221257965e+12 |
| Value | Count | Frequency (%) | |
| 169900 | 1532 | 1.1% | |
| 179900 | 1453 | 1.1% | |
| 249900 | 1364 | 1.0% | |
| 159900 | 1344 | 1.0% | |
| 189900 | 1326 | 1.0% | |
| 199900 | 1324 | 1.0% | |
| 299900 | 1196 | 0.9% | |
| 149900 | 1192 | 0.9% | |
| 225000 | 1177 | 0.9% | |
| 275000 | 1113 | 0.8% | |
| Other values (6103) | 122462 | 90.4% |
| Value | Count | Frequency (%) | |
| 0 | 18 | < 0.1% | |
| 1 | 10 | < 0.1% | |
| 320 | 1 | < 0.1% | |
| 1000 | 3 | < 0.1% | |
| 1990 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 430000000 | 1 | < 0.1% | |
| 299900900 | 1 | < 0.1% | |
| 126500000 | 1 | < 0.1% | |
| 34990000 | 1 | < 0.1% | |
| 27990000 | 2 | < 0.1% |
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1219443788379784 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9.0 |
| Zeros | 4197 |
| Zeros (%) | 3.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.6100273583 |
|---|---|
| Coefficient of variation (CV) | 0.2874850842 |
| Kurtosis | 8.5408728 |
| Mean | 2.121944379 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.00398990481 |
| Sum | 287498 |
| Variance | 0.3721333779 |
| Value | Count | Frequency (%) | |
| 2 | 103420 | 76.3% | |
| 3 | 24009 | 17.7% | |
| 0 | 4197 | 3.1% | |
| 1 | 2454 | 1.8% | |
| 4 | 1106 | 0.8% | |
| 5 | 161 | 0.1% | |
| 6 | 89 | 0.1% | |
| 7 | 20 | < 0.1% | |
| 9 | 18 | < 0.1% | |
| 8 | 14 | < 0.1% | |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 4197 | 3.1% | |
| 1 | 2454 | 1.8% | |
| 2 | 103420 | 76.3% | |
| 3 | 24009 | 17.7% | |
| 4 | 1106 | 0.8% |
| Value | Count | Frequency (%) | |
| 9 | 18 | < 0.1% | |
| 8 | 14 | < 0.1% | |
| 7 | 20 | < 0.1% | |
| 6 | 89 | 0.1% | |
| 5 | 161 | 0.1% |
PoolYN
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| False | |
|---|---|
| True | |
| (Missing) | 1 |
| Value | Count | Frequency (%) | |
| False | 102465 | 75.6% | |
| True | 33023 | 24.4% | |
| (Missing) | 1 | < 0.1% |
PropertySubType
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| RES-Single Family | |
|---|---|
| RES-Townhouse | 4256 |
| RES-Condo | 1692 |
| RES-Half Duplex | 913 |
| RES-Farm/Ranch | 61 |
| Value | Count | Frequency (%) | |
| RES-Single Family | 128567 | 94.9% | |
| RES-Townhouse | 4256 | 3.1% | |
| RES-Condo | 1692 | 1.2% | |
| RES-Half Duplex | 913 | 0.7% | |
| RES-Farm/Ranch | 61 | < 0.1% |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.75961886 |
| Min length | 9 |
| Distinct count | 15560 |
|---|---|
| Unique (%) | 11.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7592589004930324 |
|---|---|
| Minimum | 0.0005200000000000001 |
| Maximum | 105000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0.00052 |
|---|---|
| 5-th percentile | 0.9256435 |
| Q1 | 0.96677 |
| median | 0.98511 |
| Q3 | 1 |
| 95-th percentile | 1.03563 |
| Maximum | 105000 |
| Range | 104999.9995 |
| Interquartile range (IQR) | 0.03323 |
Descriptive statistics
| Standard deviation | 285.25631 |
|---|---|
| Coefficient of variation (CV) | 162.1457251 |
| Kurtosis | 135487.4408 |
| Mean | 1.7592589 |
| Median Absolute Deviation (MAD) | 0.01498 |
| Skewness | 368.085808 |
| Sum | 238358.4699 |
| Variance | 81371.16239 |
| Value | Count | Frequency (%) | |
| 1 | 19071 | 14.1% | |
| 0.98039 | 312 | 0.2% | |
| 0.96 | 308 | 0.2% | |
| 0.97143 | 292 | 0.2% | |
| 0.97561 | 276 | 0.2% | |
| 0.95238 | 275 | 0.2% | |
| 0.97778 | 273 | 0.2% | |
| 0.96667 | 265 | 0.2% | |
| 0.96774 | 263 | 0.2% | |
| 0.98 | 247 | 0.2% | |
| Other values (15550) | 113906 | 84.1% |
| Value | Count | Frequency (%) | |
| 0.00052 | 1 | < 0.1% | |
| 0.00054 | 1 | < 0.1% | |
| 0.00095 | 1 | < 0.1% | |
| 0.00096 | 1 | < 0.1% | |
| 0.00097 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 105000 | 1 | < 0.1% | |
| 150.37594 | 1 | < 0.1% | |
| 10 | 1 | < 0.1% | |
| 9.47867 | 1 | < 0.1% | |
| 7.54717 | 1 | < 0.1% |
| Distinct count | 20711 |
|---|---|
| Unique (%) | 15.3% |
| Missing | 25 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.76715562452017 |
|---|---|
| Minimum | 0.0005099999999999999 |
| Maximum | 378000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0.00051 |
|---|---|
| 5-th percentile | 0.866329 |
| Q1 | 0.94279 |
| median | 0.97398 |
| Q3 | 1 |
| 95-th percentile | 1.035177 |
| Maximum | 378000 |
| Range | 377999.9995 |
| Interquartile range (IQR) | 0.05721 |
Descriptive statistics
| Standard deviation | 1839.114122 |
|---|---|
| Coefficient of variation (CV) | 116.6420987 |
| Kurtosis | 22425.93246 |
| Mean | 15.76715562 |
| Median Absolute Deviation (MAD) | 0.02602 |
| Skewness | 141.6519951 |
| Sum | 2135881.97 |
| Variance | 3382340.754 |
| Value | Count | Frequency (%) | |
| 1 | 13474 | 9.9% | |
| 0.95238 | 298 | 0.2% | |
| 0.96 | 288 | 0.2% | |
| 0.97143 | 248 | 0.2% | |
| 0.96667 | 236 | 0.2% | |
| 0.93333 | 233 | 0.2% | |
| 0.95 | 230 | 0.2% | |
| 0.96774 | 226 | 0.2% | |
| 0.90909 | 215 | 0.2% | |
| 0.98039 | 211 | 0.2% | |
| Other values (20701) | 119805 | 88.4% |
| Value | Count | Frequency (%) | |
| 0.00051 | 1 | < 0.1% | |
| 0.00052 | 1 | < 0.1% | |
| 0.00092 | 1 | < 0.1% | |
| 0.00093 | 1 | < 0.1% | |
| 0.00094 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 378000 | 1 | < 0.1% | |
| 276000 | 1 | < 0.1% | |
| 225000 | 1 | < 0.1% | |
| 222500 | 1 | < 0.1% | |
| 187500 | 1 | < 0.1% |
| Distinct count | 15776 |
|---|---|
| Unique (%) | 11.6% |
| Missing | 36 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.63622850730512 |
|---|---|
| Minimum | 0.03 |
| Maximum | 10000.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0.03 |
|---|---|
| 5-th percentile | 64.26 |
| Q1 | 80.57 |
| median | 96.74 |
| Q3 | 124.05 |
| 95-th percentile | 164.05 |
| Maximum | 10000 |
| Range | 9999.97 |
| Interquartile range (IQR) | 43.48 |
Descriptive statistics
| Standard deviation | 43.2295142 |
|---|---|
| Coefficient of variation (CV) | 0.413140982 |
| Kurtosis | 20275.61731 |
| Mean | 104.6362285 |
| Median Absolute Deviation (MAD) | 19.71 |
| Skewness | 89.49316584 |
| Sum | 14173291.06 |
| Variance | 1868.790898 |
| Value | Count | Frequency (%) | |
| 83.33 | 86 | 0.1% | |
| 100 | 85 | 0.1% | |
| 125 | 63 | < 0.1% | |
| 90.91 | 60 | < 0.1% | |
| 111.11 | 48 | < 0.1% | |
| 83.29 | 47 | < 0.1% | |
| 85.71 | 45 | < 0.1% | |
| 76.92 | 44 | < 0.1% | |
| 96.15 | 44 | < 0.1% | |
| 92.59 | 43 | < 0.1% | |
| Other values (15766) | 134888 | 99.6% |
| Value | Count | Frequency (%) | |
| 0.03 | 1 | < 0.1% | |
| 0.04 | 1 | < 0.1% | |
| 0.07 | 1 | < 0.1% | |
| 0.08 | 2 | < 0.1% | |
| 0.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10000 | 1 | < 0.1% | |
| 1217.73 | 1 | < 0.1% | |
| 1000 | 1 | < 0.1% | |
| 865.38 | 1 | < 0.1% | |
| 779.9 | 1 | < 0.1% |
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 7915 |
| Missing (%) | 5.8% |
| Memory size | 1.0 MiB |
| Plano ISD | |
|---|---|
| Frisco ISD | |
| McKinney ISD | |
| Prosper ISD | 6701 |
| Lovejoy ISD | 1835 |
| Other values (8) | 1291 |
| Value | Count | Frequency (%) | |
| Plano ISD | 50439 | 37.2% | |
| Frisco ISD | 35479 | 26.2% | |
| McKinney ISD | 31829 | 23.5% | |
| Prosper ISD | 6701 | 4.9% | |
| Lovejoy ISD | 1835 | 1.4% | |
| Allen ISD | 762 | 0.6% | |
| Lewisville ISD | 302 | 0.2% | |
| Melissa ISD | 140 | 0.1% | |
| Princeton ISD | 47 | < 0.1% | |
| Celina ISD | 33 | < 0.1% | |
| Other values (3) | 7 | < 0.1% | |
| (Missing) | 7915 | 5.8% |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 9.757146337 |
| Min length | 3 |
SellerType
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 978 |
| Missing (%) | 0.7% |
| Memory size | 1.0 MiB |
| Individual(s) | |
|---|---|
| Lender/REO | 9380 |
| Value | Count | Frequency (%) | |
| Individual(s) | 125131 | 92.4% | |
| Lender/REO | 9380 | 6.9% | |
| (Missing) | 978 | 0.7% |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.72012488 |
| Min length | 3 |
| Distinct count | 20 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 85203 |
| Missing (%) | 62.9% |
| Memory size | 1.0 MiB |
| Plano Senior | |
|---|---|
| Planoeast | |
| Planowest | |
| Plano West | |
| Plano East | |
| Other values (15) | 1892 |
| Value | Count | Frequency (%) | |
| Plano Senior | 19620 | 14.5% | |
| Planoeast | 9819 | 7.2% | |
| Planowest | 9285 | 6.9% | |
| Plano West | 5424 | 4.0% | |
| Plano East | 4246 | 3.1% | |
| Plano Sr | 1710 | 1.3% | |
| Centennial | 72 | 0.1% | |
| Frisco | 65 | < 0.1% | |
| Plano | 12 | < 0.1% | |
| Jasper | 7 | < 0.1% | |
| Other values (10) | 26 | < 0.1% | |
| (Missing) | 85203 | 62.9% |
Length
| Max length | 12 |
|---|---|
| Median length | 3 |
| Mean length | 5.718198525 |
| Min length | 3 |
SqFtTotal
Real number (ℝ≥0)
| Distinct count | 5665 |
|---|---|
| Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2623.4177239480696 |
|---|---|
| Minimum | 0.0 |
| Maximum | 17306.0 |
| Zeros | 36 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1388 |
| Q1 | 1892 |
| median | 2413 |
| Q3 | 3186 |
| 95-th percentile | 4406 |
| Maximum | 17306 |
| Range | 17306 |
| Interquartile range (IQR) | 1294 |
Descriptive statistics
| Standard deviation | 1019.39664 |
|---|---|
| Coefficient of variation (CV) | 0.3885757996 |
| Kurtosis | 5.883003564 |
| Mean | 2623.417724 |
| Median Absolute Deviation (MAD) | 611 |
| Skewness | 1.490959604 |
| Sum | 355444244 |
| Variance | 1039169.509 |
| Value | Count | Frequency (%) | |
| 1930 | 248 | 0.2% | |
| 2098 | 217 | 0.2% | |
| 1785 | 215 | 0.2% | |
| 1659 | 207 | 0.2% | |
| 1868 | 204 | 0.2% | |
| 1535 | 202 | 0.1% | |
| 2297 | 198 | 0.1% | |
| 1848 | 196 | 0.1% | |
| 1860 | 195 | 0.1% | |
| 2004 | 193 | 0.1% | |
| Other values (5655) | 133414 | 98.5% |
| Value | Count | Frequency (%) | |
| 0 | 36 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| 219 | 1 | < 0.1% | |
| 520 | 1 | < 0.1% | |
| 525 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 17306 | 1 | < 0.1% | |
| 15042 | 1 | < 0.1% | |
| 15000 | 2 | < 0.1% | |
| 14962 | 1 | < 0.1% | |
| 14919 | 1 | < 0.1% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 132091 |
| Missing (%) | 97.5% |
| Memory size | 1.0 MiB |
| N | |
|---|---|
| W | |
| S | |
| E | |
| NW | 6 |
| Other values (2) | 8 |
| Value | Count | Frequency (%) | |
| N | 1038 | 0.8% | |
| W | 971 | 0.7% | |
| S | 830 | 0.6% | |
| E | 545 | 0.4% | |
| NW | 6 | < 0.1% | |
| NE | 5 | < 0.1% | |
| SW | 3 | < 0.1% | |
| (Missing) | 132091 | 97.5% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.949944276 |
| Min length | 1 |
| Distinct count | 8 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 135005 |
| Missing (%) | 99.6% |
| Memory size | 1.0 MiB |
| N | |
|---|---|
| S | |
| W | |
| E | |
| NW | 3 |
| Other values (3) | 3 |
| Value | Count | Frequency (%) | |
| N | 159 | 0.1% | |
| S | 143 | 0.1% | |
| W | 103 | 0.1% | |
| E | 73 | 0.1% | |
| NW | 3 | < 0.1% | |
| SE | 1 | < 0.1% | |
| NE | 1 | < 0.1% | |
| SW | 1 | < 0.1% | |
| (Missing) | 135005 | 99.6% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.992899793 |
| Min length | 1 |
| Distinct count | 15170 |
|---|---|
| Unique (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| Park | 288 |
|---|---|
| Virginia Hills | 274 |
| Preston | 250 |
| Cross Bend | 221 |
| Hickory | 191 |
| Other values (15165) |
| Value | Count | Frequency (%) | |
| Park | 288 | 0.2% | |
| Virginia Hills | 274 | 0.2% | |
| Preston | 250 | 0.2% | |
| Cross Bend | 221 | 0.2% | |
| Hickory | 191 | 0.1% | |
| Spring Creek | 173 | 0.1% | |
| 14th | 149 | 0.1% | |
| Teakwood | 146 | 0.1% | |
| Mason | 131 | 0.1% | |
| Scenic Ranch | 129 | 0.1% | |
| Other values (15160) | 133537 | 98.6% |
Length
| Max length | 20 |
|---|---|
| Median length | 9 |
| Mean length | 8.909690086 |
| Min length | 1 |
| Distinct count | 10358 |
|---|---|
| Unique (%) | 7.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| 2601 | 333 |
|---|---|
| 575 | 297 |
| 3801 | 284 |
| 3101 | 283 |
| 2204 | 267 |
| Other values (10353) |
| Value | Count | Frequency (%) | |
| 2601 | 333 | 0.2% | |
| 575 | 297 | 0.2% | |
| 3801 | 284 | 0.2% | |
| 3101 | 283 | 0.2% | |
| 2204 | 267 | 0.2% | |
| 2400 | 248 | 0.2% | |
| 8400 | 246 | 0.2% | |
| 2524 | 231 | 0.2% | |
| 2200 | 228 | 0.2% | |
| 2605 | 213 | 0.2% | |
| Other values (10348) | 132859 | 98.1% |
Length
| Max length | 9 |
|---|---|
| Median length | 4 |
| Mean length | 3.991925544 |
| Min length | 1 |
| Distinct count | 44 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 13679 |
| Missing (%) | 10.1% |
| Memory size | 1.0 MiB |
| Drive | |
|---|---|
| Lane | |
| Court | 8613 |
| Trail | 5696 |
| Street | 4764 |
| Other values (39) |
| Value | Count | Frequency (%) | |
| Drive | 65067 | 48.0% | |
| Lane | 20289 | 15.0% | |
| Court | 8613 | 6.4% | |
| Trail | 5696 | 4.2% | |
| Street | 4764 | 3.5% | |
| Road | 4701 | 3.5% | |
| Circle | 3321 | 2.5% | |
| Way | 3302 | 2.4% | |
| Place | 1945 | 1.4% | |
| Avenue | 1264 | 0.9% | |
| Other values (34) | 2848 | 2.1% | |
| (Missing) | 13679 | 10.1% |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 4.671154116 |
| Min length | 3 |
| Distinct count | 264 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 10981 |
| Missing (%) | 8.1% |
| Memory size | 1.0 MiB |
| Traditional | |
|---|---|
| Ranch | 2338 |
| Contemporary/Modern | 1804 |
| Ranch, Traditional | 1243 |
| Mediterranean | 753 |
| Other values (259) | 4989 |
| Value | Count | Frequency (%) | |
| Traditional | 113381 | 83.7% | |
| Ranch | 2338 | 1.7% | |
| Contemporary/Modern | 1804 | 1.3% | |
| Ranch, Traditional | 1243 | 0.9% | |
| Mediterranean | 753 | 0.6% | |
| Other | 535 | 0.4% | |
| Contemporary/Modern, Traditional | 448 | 0.3% | |
| French | 289 | 0.2% | |
| Craftsman | 287 | 0.2% | |
| French, Traditional | 267 | 0.2% | |
| Other values (254) | 3163 | 2.3% | |
| (Missing) | 10981 | 8.1% |
Length
| Max length | 98 |
|---|---|
| Median length | 11 |
| Mean length | 10.65966979 |
| Min length | 3 |
| Distinct count | 61974 |
|---|---|
| Unique (%) | 56.5% |
| Missing | 25836 |
| Missing (%) | 19.1% |
| Memory size | 1.0 MiB |
| SPRING CREEK PARKWAY ESTATES W | 217 |
|---|---|
| Spring Creek Parkway Estates W | 137 |
| WELLINGTON AT PRESTON MEADOWS | 131 |
| LAKES OF PRESTON VINEYARDS VIL | 113 |
| VILLAGES OF WHITE ROCK CREEK # | 106 |
| Other values (61969) |
| Value | Count | Frequency (%) | |
| SPRING CREEK PARKWAY ESTATES W | 217 | 0.2% | |
| Spring Creek Parkway Estates W | 137 | 0.1% | |
| WELLINGTON AT PRESTON MEADOWS | 131 | 0.1% | |
| LAKES OF PRESTON VINEYARDS VIL | 113 | 0.1% | |
| VILLAGES OF WHITE ROCK CREEK # | 106 | 0.1% | |
| Wellington At Preston Meadows | 91 | 0.1% | |
| VALOR POINTE - THE RESERVE AT WESTRIDGE PHASE | 88 | 0.1% | |
| Winsor Meadows At Westridge #0 | 87 | 0.1% | |
| BILTMORE SWIM & RACQUET CLUB # | 77 | 0.1% | |
| PLANTATION RESORT AUGUSTA FARM | 75 | 0.1% | |
| Other values (61964) | 108531 | 80.1% | |
| (Missing) | 25836 | 19.1% |
Length
| Max length | 50 |
|---|---|
| Median length | 30 |
| Mean length | 27.53075895 |
| Min length | 1 |
| Distinct count | 142 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1994.8067739816518 |
|---|---|
| Minimum | 0.0 |
| Maximum | 9999.0 |
| Zeros | 9 |
| Zeros (%) | < 0.1% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1972 |
| Q1 | 1988 |
| median | 1997 |
| Q3 | 2003 |
| 95-th percentile | 2010 |
| Maximum | 9999 |
| Range | 9999 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 75.0504116 |
|---|---|
| Coefficient of variation (CV) | 0.03762289791 |
| Kurtosis | 10534.51134 |
| Mean | 1994.806774 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 97.23247123 |
| Sum | 270274375 |
| Variance | 5632.564281 |
| Value | Count | Frequency (%) | |
| 2005 | 6410 | 4.7% | |
| 1998 | 6292 | 4.6% | |
| 2001 | 6195 | 4.6% | |
| 2000 | 6148 | 4.5% | |
| 1999 | 6072 | 4.5% | |
| 2006 | 5982 | 4.4% | |
| 2004 | 5951 | 4.4% | |
| 1997 | 5654 | 4.2% | |
| 2003 | 5334 | 3.9% | |
| 1996 | 5271 | 3.9% | |
| Other values (132) | 76180 | 56.2% |
| Value | Count | Frequency (%) | |
| 0 | 9 | < 0.1% | |
| 1857 | 3 | < 0.1% | |
| 1860 | 2 | < 0.1% | |
| 1876 | 2 | < 0.1% | |
| 1877 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999 | 11 | < 0.1% | |
| 2020 | 1 | < 0.1% | |
| 2019 | 11 | < 0.1% | |
| 2018 | 55 | < 0.1% | |
| 2017 | 190 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | PostalCode | BathsTotal | BedsTotal | City | CloseDate | ClosePrice | CurrentPrice | DOM | ElementarySchoolName | HighSchoolName | AssociationType | ListPrice | LotSize | MiddleSchoolName | MLSNumber | NumberOfDiningAreas | NumberOfLivingAreas | NumberOfStories | Occupancy | OriginalListPrice | ParkingSpacesGarage | PoolYN | PropertySubType | RATIO_ClosePrice_By_ListPrice | RATIO_ClosePrice_By_OriginalListPrice | RATIO_CurrentPrice_By_SQFT | SchoolDistrict | SellerType | SeniorHighSchoolName | SqFtTotal | StreetDirPrefix | StreetDirSuffix | StreetName | StreetNumber | StreetSuffix | ArchitecturalStyle | TaxLegalDescription | YearBuilt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 75071 | 1.0 | 2.0 | McKinney | 10/3/2014 | 150000.0 | 150000.0 | 1649.0 | John A Baker | Prosper | None | 230000.0 | 1 Acre to 2.99 Acres | Rogers | 11363157.0 | 1.0 | 1.0 | 1.0 | Owner | 274900.0 | 2.0 | False | RES-Farm/Ranch | 0.65217 | 0.54565 | 151.82 | Prosper ISD | Individual(s) | NaN | 988.0 | N | NaN | Custer | 5841 | Road | Early American | Abstract A0412 Horn, George, T | 1930.0 |
| 1 | 1 | 75071 | 3.0 | 4.0 | McKinney | 10/3/2014 | 400000.0 | 400000.0 | 1649.0 | John A Baker | Prosper | None | 400000.0 | 3 Acres to 4.99 Acres | Rogers | 11363138.0 | 2.0 | 2.0 | 1.0 | Tenant | 424900.0 | 2.0 | False | RES-Single Family | 1.00000 | 0.94140 | 152.09 | Prosper ISD | Individual(s) | NaN | 2630.0 | NaN | NaN | Custer | 5799 | Road | Traditional | NaN | 1965.0 |
| 2 | 2 | 75034 | 5.0 | 5.0 | Frisco | 7/29/2013 | 555000.0 | 555000.0 | 1324.0 | Spears | Frisco | Mandatory | 530200.0 | Less Than .5 Acre (not Zero) | Hunt | 11281961.0 | 2.0 | 3.0 | 2.0 | Owner | 800000.0 | 3.0 | True | RES-Single Family | 1.04677 | 0.69375 | 119.92 | Frisco ISD | Individual(s) | NaN | 4628.0 | NaN | NaN | Lago Vista | 5507 | Lane | Traditional | Starwood #04 Village #15, Bloc | 2004.0 |
| 3 | 3 | 75078 | 3.1 | 3.0 | Prosper | 10/17/2012 | 1490000.0 | 1490000.0 | 1243.0 | Prosper | Prosper | None | 1900000.0 | 10 Acres to 49.99 Acres | Prosper | 11207426.0 | 2.0 | 3.0 | 2.0 | NaN | 2300000.0 | 3.0 | False | RES-Farm/Ranch | 0.78421 | 0.64783 | 322.93 | Prosper ISD | Individual(s) | NaN | 4614.0 | E | NaN | Frontier | 2380 | Parkway | Victorian | W.T. Horn Survey, A-376 | 1990.0 |
| 4 | 7 | 75034 | 5.1 | 5.0 | Frisco | 12/19/2013 | 1138000.0 | 1138000.0 | 1091.0 | Smith | Frisco | Mandatory | 1190000.0 | Less Than .5 Acre (not Zero) | Staley | 11503844.0 | 2.0 | 3.0 | 2.0 | NaN | 1350000.0 | 3.0 | True | RES-Single Family | 0.95630 | 0.84296 | 217.05 | Frisco ISD | Individual(s) | NaN | 5243.0 | NaN | NaN | Briarwood | 3074 | Lane | Traditional | NaN | 2006.0 |
| 5 | 9 | 75093 | 5.2 | 6.0 | Plano | 6/28/2013 | 906500.0 | 906500.0 | 1066.0 | Huffman | Shepton | Mandatory | 998500.0 | Less Than .5 Acre (not Zero) | Renner | 11424721.0 | 2.0 | 3.0 | 2.0 | Owner | 1150000.0 | 4.0 | True | RES-Single Family | 0.90786 | 0.78826 | 148.97 | Plano ISD | Individual(s) | Planowest | 6085.0 | NaN | NaN | Cliffview | 1816 | Drive | Contemporary/Modern | Cliffs Of Gleneagles, Blk A, L | 1994.0 |
| 6 | 10 | 75075 | 2.1 | 3.0 | Plano | 3/17/2014 | 116994.0 | 116994.0 | 1047.0 | Saigling | Vines | Mandatory | 117000.0 | Less Than .5 Acre (not Zero) | Haggard | 11566790.0 | 1.0 | 2.0 | 2.0 | Owner | 137500.0 | 2.0 | False | RES-Townhouse | 0.99995 | 0.85087 | 66.40 | Plano ISD | Individual(s) | Plano Senior | 1762.0 | NaN | NaN | Devonshire | 3225 | Drive | Contemporary/Modern, French, Traditional | Cobblestone Townhome Community | 1987.0 |
| 7 | 16 | 75070 | 3.2 | 3.0 | McKinney | 12/21/2015 | 870000.0 | 870000.0 | 950.0 | Comstock | Liberty | Mandatory | 899000.0 | Condo/Townhome Lot | Scoggins | 11933761.0 | 2.0 | 2.0 | 2.0 | Vacant | 1045000.0 | 2.0 | False | RES-Condo | 0.96774 | 0.83254 | 203.99 | Frisco ISD | Individual(s) | NaN | 4265.0 | NaN | NaN | Settlement | 5724 | Way | Traditional | RESIDENCES AT THE GRAND LODGE | 2012.0 |
| 8 | 20 | 75078 | 2.1 | 3.0 | Prosper | 9/17/2014 | 535000.0 | 535000.0 | 883.0 | Judy Rucker | Prosper | None | 594900.0 | 10 Acres to 49.99 Acres | Reynolds | 11756658.0 | 2.0 | 1.0 | 2.0 | Owner | 722775.0 | 2.0 | False | RES-Single Family | 0.89931 | 0.74020 | 248.84 | Prosper ISD | Individual(s) | NaN | 2150.0 | W | W | Prosper | 2076 | Trail | Traditional | ABS A0147 COLLIN COUNTY SCHOOL | 1987.0 |
| 9 | 23 | 75069 | 3.0 | 3.0 | McKinney | 12/18/2013 | 250000.0 | 250000.0 | 856.0 | Malvern | Mckinney | Mandatory | 269000.0 | Less Than .5 Acre (not Zero) | Dr Jack Cockrill | 11625707.0 | 2.0 | 2.0 | 2.0 | Vacant | 250000.0 | 2.0 | False | RES-Single Family | 0.92937 | 1.00000 | 99.88 | McKinney ISD | Individual(s) | NaN | 2503.0 | NaN | NaN | Preservation | 700 | Lane | Traditional | Chapel Hill #01b, Blk C, Lot 1 | 2008.0 |
Last rows
| df_index | PostalCode | BathsTotal | BedsTotal | City | CloseDate | ClosePrice | CurrentPrice | DOM | ElementarySchoolName | HighSchoolName | AssociationType | ListPrice | LotSize | MiddleSchoolName | MLSNumber | NumberOfDiningAreas | NumberOfLivingAreas | NumberOfStories | Occupancy | OriginalListPrice | ParkingSpacesGarage | PoolYN | PropertySubType | RATIO_ClosePrice_By_ListPrice | RATIO_ClosePrice_By_OriginalListPrice | RATIO_CurrentPrice_By_SQFT | SchoolDistrict | SellerType | SeniorHighSchoolName | SqFtTotal | StreetDirPrefix | StreetDirSuffix | StreetName | StreetNumber | StreetSuffix | ArchitecturalStyle | TaxLegalDescription | YearBuilt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135479 | 213398 | 75070 | 3.1 | 4.0 | McKinney | 12/5/2014 | 264900.0 | 264900.0 | NaN | Bennett | Mckinney Boyd | Mandatory | 264900.0 | Less Than .5 Acre (not Zero) | Dowell | 13050048.0 | 2.0 | 3.0 | 2.0 | Vacant | 264900.0 | 2.0 | False | RES-Single Family | 1.00000 | 1.00000 | 86.57 | McKinney ISD | Lender/REO | NaN | 3060.0 | NaN | NaN | Trinity | 2401 | Lane | NaN | FOUNTAINVIEW #3 (CMC), BLK E, LOT 39 | 2006.0 |
| 135480 | 213399 | 75070 | 3.1 | 4.0 | McKinney | 12/5/2014 | 264900.0 | 264900.0 | NaN | Bennett | Mckinney Boyd | Mandatory | 264900.0 | Less Than .5 Acre (not Zero) | Dowell | 13050048.0 | 2.0 | 3.0 | 2.0 | Vacant | 264900.0 | 2.0 | False | RES-Single Family | 1.00000 | 1.00000 | 86.57 | McKinney ISD | Lender/REO | NaN | 3060.0 | NaN | NaN | Trinity | 2401 | Lane | NaN | FOUNTAINVIEW #3 (CMC), BLK E, LOT 39 | 2006.0 |
| 135481 | 213400 | 75071 | 2.0 | 4.0 | McKinney | 12/18/2014 | 199900.0 | 199900.0 | NaN | Wilmeth | Mckinneyno | Mandatory | 199900.0 | Less Than .5 Acre (not Zero) | Dr Jack Cockrill | 13056859.0 | 1.0 | 1.0 | 1.0 | Owner | 199900.0 | 2.0 | False | RES-Single Family | 1.00000 | 1.00000 | 107.24 | McKinney ISD | Individual(s) | NaN | 1864.0 | NaN | NaN | Juno Springs | 7720 | Way | NaN | VIRGINIA PARKLANDS (CMC), BLK B, LOT 14 | 2005.0 |
| 135482 | 213401 | 75071 | 2.0 | 4.0 | McKinney | 12/18/2014 | 199900.0 | 199900.0 | NaN | Wilmeth | Mckinneyno | Mandatory | 199900.0 | Less Than .5 Acre (not Zero) | Dr Jack Cockrill | 13056859.0 | 1.0 | 1.0 | 1.0 | Owner | 199900.0 | 2.0 | False | RES-Single Family | 1.00000 | 1.00000 | 107.24 | McKinney ISD | Individual(s) | NaN | 1864.0 | NaN | NaN | Juno Springs | 7720 | Way | NaN | VIRGINIA PARKLANDS (CMC), BLK B, LOT 14 | 2005.0 |
| 135483 | 213403 | 75075 | 2.0 | 4.0 | Plano | 8/21/2014 | 235000.0 | 235000.0 | NaN | Davis | Vines | None | 235000.0 | Less Than .5 Acre (not Zero) | Haggard | 13008187.0 | 2.0 | 1.0 | 1.0 | NaN | 235000.0 | 2.0 | True | RES-Single Family | 1.00000 | 1.00000 | 102.71 | Plano ISD | Individual(s) | Plano Senior | 2288.0 | NaN | NaN | Cedar Elm | 2625 | Lane | NaN | TIMBERCREEK ESTATES (CPL), BLK F, LOT 29 | 1972.0 |
| 135484 | 213404 | 75078 | 3.0 | 5.0 | Prosper | 2/16/2015 | 327000.0 | 327000.0 | NaN | Cynthia A Cockrell | Prosper | Mandatory | 330000.0 | Less Than .5 Acre (not Zero) | Rogers | 13086217.0 | 2.0 | 3.0 | 2.0 | NaN | 330000.0 | 2.0 | False | RES-Single Family | 0.99091 | 0.99091 | 100.49 | Prosper ISD | Individual(s) | NaN | 3254.0 | NaN | NaN | Crescent Valley | 1440 | Drive | NaN | CEDAR RIDGE ESTATES (CPR), BLK B, LOT 9 | 2011.0 |
| 135485 | 213405 | 75078 | 3.0 | 5.0 | Prosper | 2/16/2015 | 327000.0 | 327000.0 | NaN | Cynthia A Cockrell | Prosper | Mandatory | 330000.0 | Less Than .5 Acre (not Zero) | Rogers | 13086217.0 | 2.0 | 3.0 | 2.0 | NaN | 330000.0 | 2.0 | False | RES-Single Family | 0.99091 | 0.99091 | 100.49 | Prosper ISD | Individual(s) | NaN | 3254.0 | NaN | NaN | Crescent Valley | 1440 | Drive | NaN | CEDAR RIDGE ESTATES (CPR), BLK B, LOT 9 | 2011.0 |
| 135486 | 213408 | 75093 | 2.0 | 4.0 | Plano | 3/19/2015 | 145000.0 | 145000.0 | NaN | NaN | NaN | None | 155000.0 | Less Than .5 Acre (not Zero) | NaN | 13107447.0 | 1.0 | 1.0 | 1.0 | Owner | 155000.0 | 2.0 | False | RES-Single Family | 0.93548 | 0.93548 | 79.32 | Plano ISD | Individual(s) | NaN | 1828.0 | NaN | NaN | Birdsong | 4400 | Lane | NaN | PRESTON COVE (CPL), BLK D, LOT 1 | 1980.0 |
| 135487 | 213409 | 75093 | 2.0 | 4.0 | Plano | 3/19/2015 | 145000.0 | 145000.0 | NaN | NaN | NaN | None | 155000.0 | Less Than .5 Acre (not Zero) | NaN | 13107447.0 | 1.0 | 1.0 | 1.0 | Owner | 155000.0 | 2.0 | False | RES-Single Family | 0.93548 | 0.93548 | 79.32 | Plano ISD | Individual(s) | NaN | 1828.0 | NaN | NaN | Birdsong | 4400 | Lane | NaN | PRESTON COVE (CPL), BLK D, LOT 1 | 1980.0 |
| 135488 | 213410 | 75093 | 2.0 | 3.0 | Plano | 10/30/2014 | 242500.0 | 242500.0 | NaN | Barksdale | Shepton | Mandatory | 259900.0 | Less Than .5 Acre (not Zero) | Renner | 13024976.0 | 1.0 | 1.0 | 1.0 | Vacant | 259900.0 | 2.0 | False | RES-Single Family | 0.93305 | 0.93305 | 131.87 | Plano ISD | Individual(s) | Plano West | 1839.0 | W | NaN | Plano | 5161 | Parkway | Traditional | OLD SHEPARD PLACE #2 3 & 4 (CPL), BLK C, LOT 9 | 1985.0 |